Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-09-07 1.402067 1.746923 2.208993 2.901257 3.968388 5.667572 8.890307
2025-09-14 0.971263 1.328126 1.886389 2.915321 5.049893 10.368891 33.261971
2025-09-21 0.750467 1.079732 1.642622 2.825662 5.878433 17.475473 232.209951
2025-09-28 0.623704 0.929637 1.486979 2.782524 6.816868 31.273339 NaN
2025-10-05 0.568698 0.881391 1.493708 3.101860 9.586561 111.538936 NaN
2025-10-12 0.515565 0.821672 1.453739 3.280148 12.573385 877.012214 NaN
2025-10-19 0.462620 0.750449 1.365465 3.261139 14.771111 NaN NaN
2025-10-26 0.414557 0.680043 1.259868 3.124860 15.983973 NaN NaN
2025-11-02 0.385306 0.642364 1.222066 3.210553 20.147540 NaN NaN
2025-11-09 0.364178 0.617729 1.209745 3.393388 27.844963 NaN NaN
2025-11-16 0.339416 0.581704 1.159436 3.389426 33.752698 NaN NaN
2025-11-23 0.313383 0.539716 1.084830 3.235824 35.709795 NaN NaN
2025-11-30 0.299593 0.523309 1.078085 3.416604 53.542692 NaN NaN
2025-12-07 0.282794 0.498262 1.042342 3.434647 70.343145 NaN NaN
2025-12-14 0.264795 0.468569 0.987813 3.320697 79.325737 NaN NaN
2025-12-21 0.250131 0.445001 0.947213 3.266015 96.775815 NaN NaN
2025-12-28 0.246205 0.445567 0.978447 3.673136 288.661853 NaN NaN
2026-01-04 0.238712 0.436872 0.979537 3.902710 989.671384 NaN NaN
2026-01-11 0.227804 0.418923 0.947831 3.878156 2354.596385 NaN NaN
2026-01-18 0.215648 0.396967 0.899860 3.702662 2870.484147 NaN NaN
2026-01-25 0.208580 0.386760 0.888906 3.812905 594756.648869 NaN NaN
2026-02-01 0.203550 0.381042 0.891914 4.049351 NaN NaN NaN
2026-02-08 0.195950 0.368298 0.868850 4.044210 NaN NaN NaN